output_names = ['Logits/Softmax']
input_names = ['input_1']
input_tensor_name = input_names[0] + ":0"
output_tensor_name = output_names[0] + ":0"

output_tensor = tf_sess.graph.get_tensor_by_name(output_tensor_name)